Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9533597 | 0.9951181 | 0.9544225 | 0.0357286 | 0.9646428 |
| bt | 0.7810277 | 0.7823366 | 0.9616458 | 0.1458609 | 0.4590908 |
| maxnet | 0.6592885 | 0.7617952 | 0.9384233 | 0.2292104 | 0.4554144 |
| gam | 0.7865613 | 0.7748986 | 0.9111825 | 0.1457023 | 0.4449628 |
| glm | 0.7723320 | 0.7219035 | 0.8424471 | 0.1584055 | 0.4165969 |